"The Cognitive Revolution"

In this episode, we dive deep into the inner workings of large language models with Professor David Bau and grad students Koyena Pal and Eric Todd from Northeastern University. Koyena shares insights from her Future Lens paper, which shows that even mid-sized language models think multiple tokens ahead. Eric discusses the fascinating concept of Function Vectors - complex patterns of activity spread across transformer layers that enable in-context learning. Professor Bau connects the dots between these projects and the lab's broader interpretability research agenda, identifying key abstractions that link low-level computations to higher-level model behaviors.

SPONSORS:

Oracle Cloud Infrastructure (OCI) is a single platform for your infrastructure, database, application development, and AI needs. OCI has four to eight times the bandwidth of other clouds; offers one consistent price, and nobody does data better than Oracle. If you want to do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive

ODF is where top founders get their start. Apply to join the next cohort and go from idea to conviction-fast. ODF has helped over 1000 companies like Traba, Levels and Finch get their start. Is it your turn? Go to http://beondeck.com/revolution to learn more.

Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off www.omneky.com

The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://bit.ly/BraveTCR

Plumb is a no-code AI app builder designed for product teams who care about quality and speed. What is taking you weeks to hand-code today can be done confidently in hours. Check out https://bit.ly/PlumbTCR for early access.

Head to Squad to access global engineering without the headache and at a fraction of the cost: head to choosesquad.com and mention “Turpentine” to skip the waitlist.

TIMESTAMPS:

(00:00) Intro

(04:03) Reverse Engineering AI

(10:10) Factual Knowledge Localization

(16:34) Sponsors: Oracle | Omneky | On Deck

(18:27) Future Lens Paper Intro

(23:54) Choosing GPT-J

(26:54) Vocabulary Prediction

(30:36) Sponsors: Brave | Plumb | Squad

(33:13) Fixed Prompt

(35:57) Soft Prompt

(41:32) Future Lens Results Analysis

(51:50) Tooling & Open Source Code

(56:07) Larger Models & Mamba Probes

(1:04:10) Function Vectors Paper

(1:09:39) Extracting & Patching Vectors

(1:13:30) Encoding Task Understanding

(1:15:36) Expert Models Implications

(1:18:09) Conclusion

In this episode, Nathan sits down with Elicit co-founders Andreas Stuhlmüller and Jungwon Byun to discuss their mission to make AI-assisted research more accessible and reliable. Learn about their unique approach to task decomposition, which allows language models to accurately tackle complex research questions. We delve into the company's tech stack, their transition from nonprofit to startup, and their dedication to creating trustworthy AI tools for high-stakes applications. Join us for an exploration of the future of AI in research.

The Cognitive Revolution is part of the Turpentine podcast network. Learn more: www.turpentine.co

HELPFUL LINKS: 

Elicit : https://elicit.com/

Andreas Stuhlmüller : https://twitter.com/stuhlmueller

Jungwon Byun : https://twitter.com/jungofthewon

SPONSORS:

Oracle Cloud Infrastructure (OCI) is a single platform for your infrastructure, database, application development, and AI needs. OCI has four to eight times the bandwidth of other clouds; offers one consistent price, and nobody does data better than Oracle. If you want to do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive

ODF is where top founders get their start. Apply to join the next cohort and go from idea to conviction-fast. ODF has helped over 1000 companies like Traba, Levels and Finch get their start. Is it your turn? Go to http://beondeck.com/revolution to learn more.

Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off www.omneky.com

The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://bit.ly/BraveTCR

Plumb is a no-code AI app builder designed for product teams who care about quality and speed. What is taking you weeks to hand-code today can be done confidently in hours. Check out https://bit.ly/PlumbTCR for early access.

Head to Squad to access global engineering without the headache and at a fraction of the cost: head to choosesquad.com and mention “Turpentine” to skip the waitlist.

TIMESTAMPS:

(00:00:30) Intro

(00:05:05) What is Elicit?

(00:06:03) Vision for Elicit

(00:10:10) Making research transparent

(00:11:58) How to use it?

(00:15:27) Sponsors: Oracle | On Deck | Omneky

(00:18:21) Task Decomposition

(00:23:48) Defining the task

(00:26:30) Eliciting fine-grained evaluations

(00:28:06) Hallucination rates

(00:30:22) Models in play

(00:31:30) Sponsors: Brave | Plumb | Squad

(00:34:26) Shipping a new feature every week

(00:36:10) What was not possible a year ago?

(00:38:26) Chain of thought

(00:43:47) Tactically, how to structure the chain of thought

(00:45:21) Data sets and fine-tuning

(00:51:23) Scaffolding

(00:53:22) Translating structure into more compute

(00:54:27) Infrastructure for investigating papers in detail

(00:59:50) Emphasis on high-value use cases over speed

(01:00:33) Balancing long-term safety and misuse concerns

(01:02:36) Monitoring research progress for negative impact

(01:06:05) Evolving user base and usage patterns

(01:06:52) Biomedicine as a key domain for Elicit

(01:08:57) Expanding results and depth of processing

(01:11:40) Reorganizing information for better understanding

(01:13:12) Habit formation and frequency of use

(01:14:43) The concept of an AI bundle subscription

(01:18:09) Nonprofit to Commercial Venture

(01:20:08) Nonprofit Team and Commercial Mission

(01:20:39) Hiring Needs at Elicit

In this second part of a two episode series, Nathan and AI scout Jason Meaux provide a sweeping overview of the first 90 days of Mamba-inspired research. They discusstMamba's application to computer vision, experiments in extending effective context length, the potential problem of internal rotting states, and the use of hybrid SSMs in biology.Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api

LINKS:

Show Notes and Paper Links: https://docs.google.com/document/d/1NK_a3deVL_aczORmSRw8LyujNPotpO7Kd90sIRj9Qx0/edit?usp=sharing

Nathan's original Mamba Deep Dive

X/SOCIAL:

@labenz (Nathan)

SPONSORS: ORACLE | OMNEKY | BRAVE | ON DECK | SQUAD

Oracle Cloud Infrastructure (OCI) is a single platform for your infrastructure, database, application development, and AI needs. OCI has four to eight times the bandwidth of other clouds; offers one consistent price, and nobody does data better than Oracle. If you want to do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive

Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off www.omneky.com

The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api

ODF is where top founders get their start. Apply to join the next cohort and go from idea to conviction-fast. ODF has helped over 1000 companies like Traba, Levels and Finch get their start. Is it your turn? Go to http://beondeck.com/revolution to learn more.

💥 Access global engineering without the headache and at a fraction of the cost: head to choosesquad.com and mention “Turpentine” to skip the waitlist.

TIMESTAMPS:

(00:00) - Episode Start

(00:01:14) - Nathan and Jason’s Bet

(00:04:51) - U-Mamba

(00:15:10) - Sponsors: Oracle | Omneky

(00:06:08) - Swin U-Mamba

(00:18:59) - Vision Mamba

(00:24:30 - VMamba

(00:27:26) - VM-UNet

(00:30:37) - Sponsors: Brave | On Deck

(00:35:15) - SegMamba

(00:36:59) - Vivim

(00:37:31) - Mamba Morph

(00:39:01) - Graph Mamba 

(00:43:15) - Long Mamba

(00:59:54) - Evo and StripedHyena

The Cognitive Revolution is produced by Turpentine: a media network covering technology, business, and culture.

Producer: Vivian Meng

Editor: Graham Bessellieu

For sponsor or guest inquiries, email: [email protected] 

In this first part of a two episode series, Nathan and AI scout Jason Meaux provide a sweeping overview of the first 90 days of Mamba-inspired research. They discuss the mechanistic underpinnings of Mamba architecture, Mamba's context capabilities, multi-modal applications in image segmentation and computer vision tasks, and much more. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api

RECOMMENDED PODCAST: Autopilot explores the adoption and rollout of AI in the industries that drive the economy and the dynamic founders bringing rapid change to slow-moving industries. From law, to hardware, to aviation, Will Summerlin interviews founders backed by Benchmark, Greylock, and more to learn how they're automating at the frontiers in entrenched industries.

Listen on Spotify: https://open.spotify.com/show/6YQZkKHN7EP2yWedAvSxBC?si=18377c69a2804333

Listen on Apple: https://podcasts.apple.com/ca/podcast/autopilot-with-will-summerlin/id1738163836

LINKS:

Show Notes and Paper Links: https://docs.google.com/document/d/1NK_a3deVL_aczORmSRw8LyujNPotpO7Kd90sIRj9Qx0/edit?usp=sharing

Nathan's original Mamba Deep Dive

X/SOCIAL:

@labenz (Nathan)

SPONSORS: ORACLE | OMNEKY | SQUAD | BRAVE

Oracle Cloud Infrastructure (OCI) is a single platform for your infrastructure, database, application development, and AI needs. OCI has four to eight times the bandwidth of other clouds; offers one consistent price, and nobody does data better than Oracle. If you want to do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive

Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off www.omneky.com

💥 Access global engineering without the headache and at a fraction of the cost: head to choosesquad.com and mention “Turpentine” to skip the waitlist.

The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api

ODF is where top founders get their start. Apply to join the next cohort and go from idea to conviction-fast. ODF has helped over 1000 companies like Traba, Levels and Finch get their start. Is it your turn? Go to http://beondeck.com/revolution to learn more.

In this episode, Nathan sits down with Adam Gleave, founder of Far AI, for a masterclass on AI exploitability. They dissect Adam's findings on vulnerabilities in GPT-4's fine-tuning and Assistant PIs, Far AI's work exposing exploitable flaws in "superhuman" Go AIs through innovative adversarial strategies, accidental jailbreaking by naive developers during fine-tuning, and more. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api

RECOMMENDED PODCAST: Autopilot explores the adoption and rollout of AI in the industries that drive the economy and the dynamic founders bringing rapid change to slow-moving industries. From law, to hardware, to aviation, Will Summerlin interviews founders backed by Benchmark, Greylock, and more to learn how they're automating at the frontiers in entrenched industries.

Listen on Spotify: https://open.spotify.com/show/6YQZkKHN7EP2yWedAvSxBC?si=18377c69a2804333

Listen on Apple: https://podcasts.apple.com/ca/podcast/autopilot-with-will-summerlin/id1738163836LINKS:

LINKS:

Far AI: https://far.ai/author/adam-gleave/

X/SOCIAL:

@labenz (Nathan)

@ARGleave (Adam)

@FARAIResearch (Far.AI)

SPONSORS:

Oracle Cloud Infrastructure (OCI) is a single platform for your infrastructure, database, application development, and AI needs. OCI has four to eight times the bandwidth of other clouds; offers one consistent price, and nobody does data better than Oracle. If you want to do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive

Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off www.omneky.com

The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api

ODF is where top founders get their start. Apply to join the next cohort and go from idea to conviction-fast. ODF has helped over 1000 companies like Traba, Levels and Finch get their start. Is it your turn? Go to http://beondeck.com/revolution to learn more.

💥 Access global engineering without the headache and at a fraction of the cost: head to choosesquad.com and mention “Turpentine” to skip the waitlist.

TIMESTAMPS:

(00:00:00) Episode Preview

(00:01:25) The alarming reality of AI exploits: from accidental jailbreaking to malicious attacks.

(00:16:45) The Assistants API: a new frontier for AI exploitation.

(00:41:54) The ethical dilemma of AI security research and disclosure.

(00:51:36) Exploring AI vulnerabilities: a deep dive into GPT-4's exploits.

(00:51:47) The challenge of AI robustness and the 'Accidental Jailbreaking' phenomenon.

(00:52:39) Navigating the Assistants API: security risks and malicious exploits.

(00:53:27) The robustness tax: balancing AI safety with performance.

(01:07:42) Unveiling flaws in superhuman Go-playing AIs: a gray-box investigation.

(01:36:50) Empirical scaling laws for adversarial robustness: a future focus.

(01:41:53) Closing remarks and opportunities at FAR AI

The Cognitive Revolution is produced by Turpentine: a media network covering technology, business, and culture.

Producer: Vivian Meng

Editor: Graham Bessellieu

For sponsor or guest inquiries, email: [email protected]

In this episode, Nathan sits down with Katja Grace, Cofounder and Lead Researcher at AI Impacts. They discuss the survey Katja and team conducted including over 2,700+ AI researchers, the methodology for the research, and the results’ implications for policymakers, the public, and the industry as a whole. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api

LINKS:

- Thousands of AI Authors on the Future of AI: https://aiimpacts.org/wp-content/uploads/2023/04/Thousands_of_AI_authors_on_the_future_of_AI.pdf

-AI Impacts Site: https://aiimpacts.org/about/

-Linus episode: https://www.youtube.com/watch?v=wdmvtVTZDqE&pp=ygUJbGludXMgbGVl

X/SOCIAL:

@labenz (Nathan)

@KatjaGrace (Katja)

@AIImpacts

SPONSORS:

Oracle Cloud Infrastructure (OCI) is a single platform for your infrastructure, database, application development, and AI needs. OCI has four to eight times the bandwidth of other clouds; offers one consistent price, and nobody does data better than Oracle. If you want to do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive

Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off www.omneky.com

The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api

ODF is where top founders get their start. Apply to join the next cohort and go from idea to conviction-fast. ODF has helped over 1000 companies like Traba, Levels and Finch get their start. Is it your turn? Go to http://beondeck.com/revolution to learn more.

This show is produced by Turpentine: a network of podcasts, newsletters, and more, covering technology, business, and culture — all from the perspective of industry insiders and experts. We’re launching new shows every week, and we’re looking for industry-leading sponsors — if you think that might be you and your company, email us at [email protected].

💥 Access global engineering without the headache and at a fraction of the cost: head to choosesquad.com and mention “Turpentine” to skip the waitlist.

Producer: Vivian Meng

Editor: Graham Bessellieu

In this episode, Nathan sits down with Tim Reutemann, author of “Liquid Reign”. They discuss liquid democracy, reshaping political participation using AI and biometrics, and practical advances in technology and their impacts on identity verification, rehabilitation, and gaming. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api

LINKS:

Liquid Reign Book: https://www.amazon.ca/Liquid-Reign-Tim-Reutemann/dp/1981029176

Tim Reutemann's Medium: https://tim-reutemann.medium.com/

Audrey Tang: https://en.wikipedia.org/wiki/Audrey_Tang

X/SOCIAL:

@labenz (Nathan)

@TimReutemann (Tim)

SPONSORS:

Oracle Cloud Infrastructure (OCI) is a single platform for your infrastructure, database, application development, and AI needs. OCI has four to eight times the bandwidth of other clouds; offers one consistent price, and nobody does data better than Oracle. If you want to do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive

Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off www.omneky.com

The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api

ODF is where top founders get their start. Apply to join the next cohort and go from idea to conviction-fast. ODF has helped over 1000 companies like Traba, Levels and Finch get their start. Is it your turn? Go to http://beondeck.com/revolution to learn more.

💥 Access global engineering without the headache and at a fraction of the cost: head to choosesquad.com and mention “Turpentine” to skip the waitlist.

TIMESTAMPS:

(00:00:00) - Exploring the power of your vote in a futuristic AI world.

(00:01:25) - Imagining a positive future with advanced AI.

(00:02:35) - Diving into 'Liquid Reign’: A vision of AI-transformed society.

(00:05:58) - The journey of writing 'Liquid Reign’: From thought experiment to novel.

(00:09:07) - The mechanics of liquid democracy and AI integration.

(00:15:59) - Sponsors: Oracle | Omneky 

(00:12:51) - Unpacking the technology stack behind the futuristic society.

(00:16:00) - Exploring the progress and challenges in AI and cryptography.

(00:25:28) - Switzerland’s unique way of getting citizens involved in democracy

(00:28:45) - Sponsors: Brave | On Deck 

(00:47:58) - The future of open source and security in an AI-driven world.

(00:52:02) - Exploring the depths of cybersecurity and paranoia.

(00:52:47) - The future of human-computer interfaces: Chips, VR, and beyond.

(00:54:11) - The ethical dilemma of invasive technologies.

(00:56:45) - The evolution of VR: From gaming to rehabilitation.

(01:30:48) - Navigating the complexities of AI and privacy.

(01:37:27) - Envisioning a positive future: The role of AI in society.

In this episode, Nathan sits down with Pablo Arredondo, VP of CoCounsel for Thomson Reuters. They discuss the evolution of legal research, how GPT-4 has changed legal practices, security and privacy in AI driven legal services, and more. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api

X/SOCIAL:

@labenz (Nathan)

@tweetatpablo (Pablo)

@casetext 

LINKS:

Casetext: https://casetext.com/

Cognitive Revolution (new feed): https://cognitiverevolution.ai/

SPONSORS:

Oracle Cloud Infrastructure (OCI) is a single platform for your infrastructure, database, application development, and AI needs. OCI has four to eight times the bandwidth of other clouds; offers one consistent price, and nobody does data better than Oracle. If you want to do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive

Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off www.omneky.com

The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api

ODF is where top founders get their start. Apply to join the next cohort and go from idea to conviction-fast. ODF has helped over 1000 companies like Traba, Levels and Finch get their start. Is it your turn? Go to http://beondeck.com/revolution to learn more.

💥 Access global engineering without the headache and at a fraction of the cost: head to choosesquad.com and mention “Turpentine” to skip the waitlist.

TIMESTAMPS

(00:00:00) Episode preview

(00:01:42) The evolution of legal research: From books to AI

(00:02:19) The game-changing impact of GPT-4 on legal practices

(00:04:01) Exploring the future of legal AI with Pablo Arredondo

(00:04:34) The birth and evolution of CaseText

(00:07:06) Revolutionizing legal research with AI and large language models

(00:14:42) The leap to GPT-4: A new era for legal tech

(00:16:42) Navigating the challenges and opportunities of AI in law

(00:27:41) The continuous evolution of AI in legal tech

(00:43:46) The importance of rigorous testing in AI deployment

(00:45:19) The importance of testing in legal tech

(00:45:46) Merging with Thomson Reuters: A new era of quality control

(00:46:49) Harnessing GPT-4 for legal document review

(00:48:27) Innovations in legal tech: Beyond GPT-4

(00:49:00) The evolution of legal research and document management

(00:49:54) Exploring the potential of AI in legal firms

(00:51:37) Security and privacy in AI-driven legal services

(00:52:43) The future of vector databases in legal tech

(00:54:10) AI-assisted legal assistance: A new frontier

(00:58:41) The pricing strategy and market response to AI legal tools

(01:10:18) The future of law and AI integration

(01:23:18) Reflections on being acquired by Thomson Reuters

(01:26:07) Closing thoughts: The impact of LLMs on justice

In this episode, Nathan sits down with Itamar Friedman, CEO of Codium AI, the company on the mission to create the code integrity paradigm. They discuss harnessing LLMs for code integrity, task decomposition, workflow engineering, and much more. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api

X/SOCIAL:

@labenz (Nathan)

@itamar_mar (Itamar)

@CodiumAI (Sodium)

LINKS:

Codium: https://www.codium.ai/

Cognitive Revolution Feed: https://cognitiverevolution.ai/

SPONSORS:

Oracle Cloud Infrastructure (OCI) is a single platform for your infrastructure, database, application development, and AI needs. OCI has four to eight times the bandwidth of other clouds; offers one consistent price, and nobody does data better than Oracle. If you want to do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive

Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off www.omneky.com

The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api

ODF is where top founders get their start. Apply to join the next cohort and go from idea to conviction-fast. ODF has helped over 1000 companies like Traba, Levels and Finch get their start. Is it your turn? Go to http://beondeck.com/revolution to learn more.

TIMESTAMPS:

(00:00:00) Episode Preview

(00:06:32) The evolution of AI in software development: beyond code generation

(00:09:51) The shift towards code integrity and its impact

(00:14:23) Unveiling Alpha Codium: A leap in AI-assisted code integrity

(00:16:53) The broader impact of AI on software development processes

(00:17:11) Sponsor break: Oraclel | Omneky

(00:18:52) The future of AI in coding: enhancements, testing, and more

(00:24:41) AI's role in enhancing code quality and developer efficiency

(00:43:38) Exploring the challenges of large codebases

(00:44:03) The impact of LLM context growth on code understanding

(00:45:19) Innovative approaches to data retention and context computation

(00:46:08) Deep dive into repo analysis and future directions

(00:42:31) Personal experiences and the quest for efficient code management

(00:48:26) Dynamic graph strategies and future features in IDEs

(00:49:10) From code testing to advanced flow engineering: a new paradigm

(00:52:37) Unveiling Alpha Codium: A leap in coding challenge solutions

(01:07:31) Reflecting on workflows

(01:23:30) Final thoughts and recommendations for AI enthusiasts

The Cognitive Revolution is produced by Turpentine: a media network covering technology, business, and culture.

Producer: Vivian Meng

Editor: Graham Bessellieu

For sponsor or guest inquiries, email: [email protected]